A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2024
- ICML 2024
Conference paper
Publications
54 results at ICML 2024
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
- Marten Van Dijk
- Nhuong Nguyen
- et al.
- 2024
- ICML 2024
Conference paperSlicing Mutual Information Generalization Bounds for Neural Networks
- Kimia Nadjahi
- Kristjan Greenewald
- et al.
- 2024
- ICML 2024
Conference paperTrust Regions for Explanations via Black-Box Probabilistic Certification
- Amit Dhurandhar
- Swagatam Haldar
- et al.
- 2024
- ICML 2024
Conference paperBoundary Exploration for Bayesian Optimization With Unknown Physical Constraints
- Yunsheng Tian
- Ane Zuniga
- et al.
- 2024
- ICML 2024
Conference paperRisk Aware Benchmarking of Large Language Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2024
- ICML 2024
Conference paperThermometer: Towards Universal Calibration for Large Language Models
- Maohao Shen
- Subhro Das
- et al.
- 2024
- ICML 2024
Conference paperHow Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
- Hongkang Li
- Meng Weng
- et al.
- 2024
- ICML 2024
Conference paperRepresenting Molecules as Random Walks Over Interpretable Grammars
- Michael Sun
- Minghao Guo
- et al.
- 2024
- ICML 2024
Conference paperA Subquadratic Time Algorithm for Robust Sparse Mean Estimation
- Ankit Pensia
- 2024
- ICML 2024
Conference paper